{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Demonstration of `pdfplumber`'s `extract_table` method.\n",
    "\n",
    "This notebook uses `pdfplumber` to extract data from an [California Worker Adjustment and Retraining Notification (WARN) report](../pdfs/ca-warn-report.pdf)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Import `pdfplumber`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.044463Z",
     "iopub.status.busy": "2022-07-18T14:47:49.043937Z",
     "iopub.status.idle": "2022-07-18T14:47:49.090608Z",
     "shell.execute_reply": "2022-07-18T14:47:49.090181Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.7.3\n"
     ]
    }
   ],
   "source": [
    "import pdfplumber\n",
    "print(pdfplumber.__version__)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Load the PDF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.093045Z",
     "iopub.status.busy": "2022-07-18T14:47:49.092881Z",
     "iopub.status.idle": "2022-07-18T14:47:49.115547Z",
     "shell.execute_reply": "2022-07-18T14:47:49.115279Z"
    }
   },
   "outputs": [],
   "source": [
    "pdf = pdfplumber.open(\"../pdfs/ca-warn-report.pdf\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Get the first page"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.117150Z",
     "iopub.status.busy": "2022-07-18T14:47:49.117042Z",
     "iopub.status.idle": "2022-07-18T14:47:49.124602Z",
     "shell.execute_reply": "2022-07-18T14:47:49.124365Z"
    }
   },
   "outputs": [],
   "source": [
    "p0 = pdf.pages[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Display the first page"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.126047Z",
     "iopub.status.busy": "2022-07-18T14:47:49.125940Z",
     "iopub.status.idle": "2022-07-18T14:47:49.353507Z",
     "shell.execute_reply": "2022-07-18T14:47:49.353248Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<pdfplumber.display.PageImage at 0x109325a20>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "im = p0.to_image()\n",
    "im"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Use `.extract_table` to get the data from the largest table on the page"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.355260Z",
     "iopub.status.busy": "2022-07-18T14:47:49.355148Z",
     "iopub.status.idle": "2022-07-18T14:47:49.541985Z",
     "shell.execute_reply": "2022-07-18T14:47:49.541545Z"
    }
   },
   "outputs": [],
   "source": [
    "table = p0.extract_table()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`.extract_table` returns a list of lists, with each inner list representing a row in the table. Here are the first three rows:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.543952Z",
     "iopub.status.busy": "2022-07-18T14:47:49.543825Z",
     "iopub.status.idle": "2022-07-18T14:47:49.546726Z",
     "shell.execute_reply": "2022-07-18T14:47:49.546289Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['Notice Date',\n",
       "  'Effective',\n",
       "  'Received',\n",
       "  'Company',\n",
       "  'City',\n",
       "  'No. Of',\n",
       "  'Layoff/Closure'],\n",
       " ['06/22/2015',\n",
       "  '0  3  / 2  5  / 2  0  16',\n",
       "  '0  7  / 0  1  / 2  0  15',\n",
       "  'Maxim Integrated Product',\n",
       "  'San Jose',\n",
       "  '150',\n",
       "  'Closure Permanent'],\n",
       " ['06/30/2015',\n",
       "  '0  8  / 2  9  / 2  0  15',\n",
       "  '0  7  / 0  1  / 2  0  15',\n",
       "  'McGraw-Hill Education',\n",
       "  'Monterey',\n",
       "  '137',\n",
       "  'Layoff Unknown at this time']]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "table[:3]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basic cleanup\n",
    "\n",
    "We can use `pandas` to render the list as a DataFrame, and to remove the extra spaces within some of the dates."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.548595Z",
     "iopub.status.busy": "2022-07-18T14:47:49.548470Z",
     "iopub.status.idle": "2022-07-18T14:47:49.829681Z",
     "shell.execute_reply": "2022-07-18T14:47:49.829370Z"
    }
   },
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.831501Z",
     "iopub.status.busy": "2022-07-18T14:47:49.831343Z",
     "iopub.status.idle": "2022-07-18T14:47:49.836849Z",
     "shell.execute_reply": "2022-07-18T14:47:49.836593Z"
    }
   },
   "outputs": [],
   "source": [
    "df = pd.DataFrame(table[1:], columns=table[0])\n",
    "for column in [\"Effective\", \"Received\"]:\n",
    "    df[column] = df[column].str.replace(\" \", \"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.838270Z",
     "iopub.status.busy": "2022-07-18T14:47:49.838160Z",
     "iopub.status.idle": "2022-07-18T14:47:49.844983Z",
     "shell.execute_reply": "2022-07-18T14:47:49.844735Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Notice Date</th>\n",
       "      <th>Effective</th>\n",
       "      <th>Received</th>\n",
       "      <th>Company</th>\n",
       "      <th>City</th>\n",
       "      <th>No. Of</th>\n",
       "      <th>Layoff/Closure</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>06/22/2015</td>\n",
       "      <td>03/25/2016</td>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>Maxim Integrated Product</td>\n",
       "      <td>San Jose</td>\n",
       "      <td>150</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/29/2015</td>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>McGraw-Hill Education</td>\n",
       "      <td>Monterey</td>\n",
       "      <td>137</td>\n",
       "      <td>Layoff Unknown at this time</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/30/2015</td>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>Long Beach Memorial Medical Center</td>\n",
       "      <td>Long Beach</td>\n",
       "      <td>90</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/02/2015</td>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>Leidos</td>\n",
       "      <td>El Segundo</td>\n",
       "      <td>72</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/30/2016</td>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>Bosch Healthcare Systems, Inc.</td>\n",
       "      <td>Palo Alto</td>\n",
       "      <td>55</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>06/29/2015</td>\n",
       "      <td>09/01/2015</td>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>Encompass Digital Media, Inc.</td>\n",
       "      <td>Los Angeles</td>\n",
       "      <td>41</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>Alphatec Spine</td>\n",
       "      <td>Carlsbad</td>\n",
       "      <td>99</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/07/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Symantec Corporation</td>\n",
       "      <td>Mountain View</td>\n",
       "      <td>60</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/31/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Fusion Contacts Centers, LLC</td>\n",
       "      <td>Santa Maria</td>\n",
       "      <td>50</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>09/15/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>KLA-Tencor Corporation</td>\n",
       "      <td>Milpitas</td>\n",
       "      <td>213</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Southern California Edison Company</td>\n",
       "      <td>San Clemente</td>\n",
       "      <td>100</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>09/01/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>State Fish Company, Inc.</td>\n",
       "      <td>Wilmington</td>\n",
       "      <td>76</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Boeing Company</td>\n",
       "      <td>Long Beach</td>\n",
       "      <td>56</td>\n",
       "      <td>Layoff Unknown at this time</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Bridgepoint Education, Inc.</td>\n",
       "      <td>San Diego</td>\n",
       "      <td>7</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Bridgepoint Education, Inc.</td>\n",
       "      <td>San Diego</td>\n",
       "      <td>15</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>06/29/2015</td>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>BAE Systems</td>\n",
       "      <td>San Francisco</td>\n",
       "      <td>4</td>\n",
       "      <td>Layoff Temporary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>06/29/2015</td>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>BAE Systems</td>\n",
       "      <td>San Francisco</td>\n",
       "      <td>78</td>\n",
       "      <td>Layoff Temporary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/07/2015</td>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>Bay Bread LLC dba Bakery Los Angeles</td>\n",
       "      <td>San Fernando</td>\n",
       "      <td>50</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/25/2015</td>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>Bay Bread LLC dba New French Bakery</td>\n",
       "      <td>South San</td>\n",
       "      <td>121</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>06/12/2015</td>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>Hewlett-Packard Company</td>\n",
       "      <td>Palo Alto</td>\n",
       "      <td>65</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>07/08/2015</td>\n",
       "      <td>09/06/2015</td>\n",
       "      <td>07/08/2015</td>\n",
       "      <td>Microsoft Corporation</td>\n",
       "      <td>San Diego</td>\n",
       "      <td>129</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>06/25/2015</td>\n",
       "      <td>10/09/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>Aramark Healthcare Support Services,</td>\n",
       "      <td>Culver City</td>\n",
       "      <td>53</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/10/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>Maxim Integrated Product</td>\n",
       "      <td>San Jose</td>\n",
       "      <td>20</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>ProCourier, Inc.</td>\n",
       "      <td>San Diego</td>\n",
       "      <td>22</td>\n",
       "      <td>Layoff Unknown at this time</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>ProCourier, Inc.</td>\n",
       "      <td>Los Angeles</td>\n",
       "      <td>71</td>\n",
       "      <td>Layoff Unknown at this time</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>ProCourier, Inc.</td>\n",
       "      <td>Irvine</td>\n",
       "      <td>22</td>\n",
       "      <td>Layoff Unknown at this time</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>07/09/2015</td>\n",
       "      <td>07/22/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>Berkeley Pyramid Alehouse</td>\n",
       "      <td>Berkeley</td>\n",
       "      <td>63</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>07/09/2015</td>\n",
       "      <td>09/14/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>Fireman's Fund Insurance Company</td>\n",
       "      <td>Novato</td>\n",
       "      <td>35</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/31/2015</td>\n",
       "      <td>07/13/2015</td>\n",
       "      <td>First Transit</td>\n",
       "      <td>San Bernardino</td>\n",
       "      <td>127</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/31/2015</td>\n",
       "      <td>07/13/2015</td>\n",
       "      <td>First Transit</td>\n",
       "      <td>Rancho</td>\n",
       "      <td>71</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>07/14/2015</td>\n",
       "      <td>07/13/2015</td>\n",
       "      <td>11 Main LLC</td>\n",
       "      <td>San Mateo</td>\n",
       "      <td>35</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>07/14/2015</td>\n",
       "      <td>07/13/2015</td>\n",
       "      <td>11 Main LLC</td>\n",
       "      <td>Chico</td>\n",
       "      <td>44</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>07/15/2015</td>\n",
       "      <td>07/15/2015</td>\n",
       "      <td>07/15/2015</td>\n",
       "      <td>TaylorMade Golf Company</td>\n",
       "      <td>Carlsbad</td>\n",
       "      <td>64</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>07/08/2015</td>\n",
       "      <td>09/06/2015</td>\n",
       "      <td>07/16/2015</td>\n",
       "      <td>Southern California Edison Company</td>\n",
       "      <td>Rosemead</td>\n",
       "      <td>38</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>07/14/2015</td>\n",
       "      <td>09/18/2015</td>\n",
       "      <td>07/20/2015</td>\n",
       "      <td>Actavis, Inc.</td>\n",
       "      <td>Corona</td>\n",
       "      <td>45</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>07/17/2015</td>\n",
       "      <td>07/13/2015</td>\n",
       "      <td>07/21/2015</td>\n",
       "      <td>American Management Services LLC</td>\n",
       "      <td>Monterey</td>\n",
       "      <td>56</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Notice Date   Effective    Received                               Company  \\\n",
       "0   06/22/2015  03/25/2016  07/01/2015              Maxim Integrated Product   \n",
       "1   06/30/2015  08/29/2015  07/01/2015                 McGraw-Hill Education   \n",
       "2   06/30/2015  08/30/2015  07/01/2015    Long Beach Memorial Medical Center   \n",
       "3   07/01/2015  09/02/2015  07/01/2015                                Leidos   \n",
       "4   07/01/2015  09/30/2016  07/01/2015        Bosch Healthcare Systems, Inc.   \n",
       "5   06/29/2015  09/01/2015  07/02/2015         Encompass Digital Media, Inc.   \n",
       "6   07/02/2015  07/06/2015  07/02/2015                        Alphatec Spine   \n",
       "7   06/30/2015  08/07/2015  07/06/2015                  Symantec Corporation   \n",
       "8   06/30/2015  08/31/2015  07/06/2015          Fusion Contacts Centers, LLC   \n",
       "9   06/30/2015  09/15/2015  07/06/2015                KLA-Tencor Corporation   \n",
       "10  07/01/2015  09/04/2015  07/06/2015    Southern California Edison Company   \n",
       "11  07/02/2015  09/01/2015  07/06/2015              State Fish Company, Inc.   \n",
       "12  07/02/2015  09/04/2015  07/06/2015                        Boeing Company   \n",
       "13  07/06/2015  09/04/2015  07/06/2015           Bridgepoint Education, Inc.   \n",
       "14  07/06/2015  09/04/2015  07/06/2015           Bridgepoint Education, Inc.   \n",
       "15  07/01/2015  06/29/2015  07/07/2015                           BAE Systems   \n",
       "16  07/01/2015  06/29/2015  07/07/2015                           BAE Systems   \n",
       "17  07/01/2015  09/07/2015  07/07/2015  Bay Bread LLC dba Bakery Los Angeles   \n",
       "18  07/01/2015  09/25/2015  07/07/2015   Bay Bread LLC dba New French Bakery   \n",
       "19  07/02/2015  06/12/2015  07/07/2015               Hewlett-Packard Company   \n",
       "20  07/08/2015  09/06/2015  07/08/2015                 Microsoft Corporation   \n",
       "21  06/25/2015  10/09/2015  07/10/2015  Aramark Healthcare Support Services,   \n",
       "22  07/01/2015  09/10/2015  07/10/2015              Maxim Integrated Product   \n",
       "23  07/06/2015  09/04/2015  07/10/2015                      ProCourier, Inc.   \n",
       "24  07/06/2015  09/04/2015  07/10/2015                      ProCourier, Inc.   \n",
       "25  07/07/2015  09/04/2015  07/10/2015                      ProCourier, Inc.   \n",
       "26  07/09/2015  07/22/2015  07/10/2015             Berkeley Pyramid Alehouse   \n",
       "27  07/09/2015  09/14/2015  07/10/2015      Fireman's Fund Insurance Company   \n",
       "28  06/30/2015  08/31/2015  07/13/2015                         First Transit   \n",
       "29  06/30/2015  08/31/2015  07/13/2015                         First Transit   \n",
       "30  07/10/2015  07/14/2015  07/13/2015                           11 Main LLC   \n",
       "31  07/10/2015  07/14/2015  07/13/2015                           11 Main LLC   \n",
       "32  07/15/2015  07/15/2015  07/15/2015               TaylorMade Golf Company   \n",
       "33  07/08/2015  09/06/2015  07/16/2015    Southern California Edison Company   \n",
       "34  07/14/2015  09/18/2015  07/20/2015                         Actavis, Inc.   \n",
       "35  07/17/2015  07/13/2015  07/21/2015      American Management Services LLC   \n",
       "\n",
       "              City No. Of               Layoff/Closure  \n",
       "0         San Jose    150            Closure Permanent  \n",
       "1         Monterey    137  Layoff Unknown at this time  \n",
       "2       Long Beach     90             Layoff Permanent  \n",
       "3       El Segundo     72             Layoff Permanent  \n",
       "4        Palo Alto     55            Closure Permanent  \n",
       "5      Los Angeles     41            Closure Permanent  \n",
       "6         Carlsbad     99             Layoff Permanent  \n",
       "7    Mountain View     60             Layoff Permanent  \n",
       "8      Santa Maria     50            Closure Permanent  \n",
       "9         Milpitas    213             Layoff Permanent  \n",
       "10    San Clemente    100            Closure Permanent  \n",
       "11      Wilmington     76            Closure Permanent  \n",
       "12      Long Beach     56  Layoff Unknown at this time  \n",
       "13       San Diego      7             Layoff Permanent  \n",
       "14       San Diego     15             Layoff Permanent  \n",
       "15   San Francisco      4             Layoff Temporary  \n",
       "16   San Francisco     78             Layoff Temporary  \n",
       "17    San Fernando     50            Closure Permanent  \n",
       "18       South San    121            Closure Permanent  \n",
       "19       Palo Alto     65             Layoff Permanent  \n",
       "20       San Diego    129             Layoff Permanent  \n",
       "21     Culver City     53            Closure Permanent  \n",
       "22        San Jose     20             Layoff Permanent  \n",
       "23       San Diego     22  Layoff Unknown at this time  \n",
       "24     Los Angeles     71  Layoff Unknown at this time  \n",
       "25          Irvine     22  Layoff Unknown at this time  \n",
       "26        Berkeley     63            Closure Permanent  \n",
       "27          Novato     35             Layoff Permanent  \n",
       "28  San Bernardino    127             Layoff Permanent  \n",
       "29          Rancho     71             Layoff Permanent  \n",
       "30       San Mateo     35            Closure Permanent  \n",
       "31           Chico     44             Layoff Permanent  \n",
       "32        Carlsbad     64             Layoff Permanent  \n",
       "33        Rosemead     38             Layoff Permanent  \n",
       "34          Corona     45             Layoff Permanent  \n",
       "35        Monterey     56            Closure Permanent  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## How did it work?\n",
    "\n",
    "We can use `pdfplumber`'s visual debugging to show how the table was extracted. The red lines represent the lines `pdfplumber` found on the page; the blue circles represent the intersections of those lines, and the light-blue shading indicates the cells derived from those intersections."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.846583Z",
     "iopub.status.busy": "2022-07-18T14:47:49.846481Z",
     "iopub.status.idle": "2022-07-18T14:47:49.897806Z",
     "shell.execute_reply": "2022-07-18T14:47:49.896920Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<pdfplumber.display.PageImage at 0x109325a20>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "im.debug_tablefinder()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "---\n",
    "\n",
    "---"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
